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Sunday, August 3, 2008

Application servers have a reputation for being sluggish resource hogs. While it is true that there are many, many slow application servers out there, I think it is unfair to single them out as most of the time, these systems are being run with many more demands (data, users) than the average CGI script suite. Any system would run slow in this kind of environment.

In fact, I have never seen a good sized company use a pile of scripts centered around a database that wasn't slow. Which leads us to the launching point for this discussion. Any system running in a real environment with a real amount of users and data will run slowly, whether database driven or not.

Understanding the inevitability of growth, the real question is what are you going to do when your system becomes slow? As I see it, there are two scenarios. Either you are a database-driven application in which case you optimize the database, or you are an application server, and you optimize your code.

To optimize the database, you look at queries, indexes, caching. Eventually you move on to table design and normalization, splitting of schemas and so on. I am not a database developer, but I have designed and re-designed (for performance reasons) a number of very large databases; and it seems to me that there is a limit to what you can do painlessly in this domain. With databases, I feel the limit for new innovative solutions is reached fairly quickly.

When optimizing code in an application server, however, the possibilities are almost endless. While SQL and other database features are relatively limited, modern general-purpose languages allow for an almost unlimited number of ways to innovate and improve performance.

In the application server I am currently building, the size of the system has tripled since we started building the software. However, with constant optimizations, it is running as fast today as it was in the beginning. Certainly there were some database optimizations, but the vast majority were simple, effective and insightful changes based on the results of profiling the python code. It was more fun and more interesting than debugging database locks.

The conclusion here is that either way, your system will be slow as it reaches the limits of what is was originally designed to do. Don't blame it on the architecture or technology (note I am not talking about scalability here). Whatever your architecture, you must optimize. If I have to optimize, I would much rather optimize in my language of choice than in the database; I have more power, more comfort and more freedom.

Of course, whether in the database or codebase, performance optimizations are time consuming. And hard.

76 comments:

I don't noes if I agree that it is no goods to nawt blames the archima... archo... the designs.

If we has a system that loads all objects into memory and then is all slowbie like, it may be that this slowbiness is inherent in the design.

If we takes for example a systems where the object is only loaded from a sql queries when such an object is requested by the user, then this mights leaves much moar memories available, and loads would be much faster.

The trade offs would be that requests might be a bit slower, but this sort of model may be more scala... schooly... uh... deals with embiggenings better cause it only loads on demand.

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